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Subspace Compressive GLRT Detector for MIMO Radar in the Presence of Clutter

BOLISETTI, Siva, PATWARY, Mohammad, AHMED, Khawza, SOLIMAN, Abdel-Hamid and ABDEL-MAGUID, Mohamed (2015) Subspace Compressive GLRT Detector for MIMO Radar in the Presence of Clutter. The Scientific World Journal, 2015. pp. 1-8. ISSN 2356-6140

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Abstract or description

The problem of optimising the target detection performance of MIMO radar in the presence of clutter is considered. The increased false alarm rate which is a consequence of the presence of clutter returns is known to seriously degrade the target detection performance of the radar target detector, especially under low SNR conditions. In this paper, a mathematical model is proposed to optimise the target detection performance of a MIMO radar detector in the presence of clutter. The number of samples that are required to be processed by a radar target detector regulates the amount of processing burden while achieving a given detection reliability. While Subspace Compressive GLRT (SSC-GLRT) detector is known to give optimised radar target detection performance with reduced computational complexity, it however suffers a significant deterioration in target detection performance in the presence of clutter. In this paper we provide evidence that the proposed mathematical model for SSC-GLRT detector outperforms the existing detectors in the presence of clutter. The performance analysis of the existing detectors and the proposed SSC-GLRT detector for MIMO radar in the presence of clutter are provided in this paper.

Item Type: Article
Faculty: Previous Faculty of Computing, Engineering and Sciences > Engineering
Depositing User: Mohammad PATWARY
Date Deposited: 30 Sep 2016 11:41
Last Modified: 07 Jan 2019 16:26
URI: http://eprints.staffs.ac.uk/id/eprint/2472

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